| Scalable Visual State Space Model with Fractal Scanning | May 23, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Secure Data Reconstruction: A Direct Data-Driven Approach | Feb 1, 2025 | State Space ModelsTrajectory Recovery | —Unverified | 0 |
| Selection Mechanisms for Sequence Modeling using Linear State Space Models | May 23, 2025 | Fault DetectionLanguage Modeling | —Unverified | 0 |
| Self-Prior Guided Mamba-UNet Networks for Medical Image Super-Resolution | Jul 8, 2024 | Image Super-ResolutionMamba | —Unverified | 0 |
| Self-Supervised Inference in State-Space Models | Jul 28, 2021 | Audio DenoisingDenoising | —Unverified | 0 |
| Self-supervised Learning for Acoustic Few-Shot Classification | Sep 15, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| Sensitivity Analysis of State Space Models for Scrap Composition Estimation in EAF and BOF | Apr 15, 2025 | ARCSensitivity | —Unverified | 0 |
| Sequence models for continuous cell cycle stage prediction from brightfield images | Feb 4, 2025 | State Space Models | —Unverified | 0 |
| Sequential Estimation of Gaussian Process-based Deep State-Space Models | Jan 29, 2023 | Gaussian ProcessesState Space Models | —Unverified | 0 |
| Sequential Lifted Bayesian Filtering in Multiset Rewriting Systems | Jul 20, 2017 | Activity RecognitionState Space Models | —Unverified | 0 |
| Sequential Monte Carlo Methods for System Identification | Mar 20, 2015 | State EstimationState Space Models | —Unverified | 0 |
| Sequential-Parallel Duality in Prefix Scannable Models | Jun 12, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models | Mar 26, 2024 | GPUImage Restoration | —Unverified | 0 |
| SeRpEnt: Selective Resampling for Expressive State Space Models | Jan 20, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SHMamba: Structured Hyperbolic State Space Model for Audio-Visual Question Answering | Jun 14, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | —Unverified | 0 |
| Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences | Jun 12, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion | Sep 3, 2024 | Long-range modelingMamba | —Unverified | 0 |
| Simple Models and Biased Forecasts | Feb 14, 2022 | State Space ModelsTime Series | —Unverified | 0 |
| Smoothing-Averse Control: Covertness and Privacy from Smoothers | Mar 23, 2021 | State Space Models | —Unverified | 0 |
| SMR: State Memory Replay for Long Sequence Modeling | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients | May 2, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Sparse Graphical Linear Dynamical Systems | Jul 6, 2023 | Earth ObservationState Space Models | —Unverified | 0 |
| Sparse Mamba: Introducing Controllability, Observability, And Stability To Structural State Space Models | Aug 31, 2024 | MambaState Space Models | —Unverified | 0 |
| SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot | Jun 11, 2025 | MambaState Space Models | —Unverified | 0 |
| Spectral Informed Mamba for Robust Point Cloud Processing | Jan 1, 2025 | MambaSelf-Supervised Learning | —Unverified | 0 |
| Spectral State Space Model for Rotation-Invariant~Visual~Representation~Learning | Mar 9, 2025 | Representation LearningState Space Models | —Unverified | 0 |
| Spectral State Space Model for Rotation-Invariant Visual Representation Learning | Jan 1, 2025 | Representation LearningState Space Models | —Unverified | 0 |
| Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces Models | Sep 27, 2024 | Automatic Speech RecognitionMamba | —Unverified | 0 |
| SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding | Apr 1, 2024 | MambaState Space Models | —Unverified | 0 |
| SPikE-SSM: A Sparse, Precise, and Efficient Spiking State Space Model for Long Sequences Learning | Oct 7, 2024 | Computational EfficiencyState Space Models | —Unverified | 0 |
| Spiking Structured State Space Model for Monaural Speech Enhancement | Sep 7, 2023 | Speech EnhancementState Space Models | —Unverified | 0 |
| SSSD-ECG-nle: New Label Embeddings with Structured State-Space Models for ECG generation | Jul 15, 2024 | State Space Models | —Unverified | 0 |
| Stabilizing RNN Gradients through Pre-training | Aug 23, 2023 | State Space Models | —Unverified | 0 |
| Standard State Space Models of Unawareness (Extended Abstract) | Jun 24, 2016 | State Space Models | —Unverified | 0 |
| Stanza: A Nonlinear State Space Model for Probabilistic Inference in Non-Stationary Time Series | Jun 11, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| State and parameter learning with PaRIS particle Gibbs | Jan 2, 2023 | State Space Models | —Unverified | 0 |
| State-space Decomposition Model for Video Prediction Considering Long-term Motion Trend | Apr 17, 2024 | motion predictionPrediction | —Unverified | 0 |
| State-Space Large Audio Language Models | Nov 24, 2024 | State Space Models | —Unverified | 0 |
| State Space LSTM Models with Particle MCMC Inference | Nov 30, 2017 | State Space ModelsTopic Models | —Unverified | 0 |
| State-Space Modeling in Long Sequence Processing: A Survey on Recurrence in the Transformer Era | Jun 13, 2024 | State Space Models | —Unverified | 0 |
| State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons | Apr 3, 2025 | State Space Models | —Unverified | 0 |
| State Space Models are Comparable to Transformers in Estimating Functions with Dynamic Smoothness | May 29, 2024 | State Space Models | —Unverified | 0 |
| State Space Models are Strong Text Rerankers | Dec 18, 2024 | Long-Context UnderstandingMamba | —Unverified | 0 |
| State-space models can learn in-context by gradient descent | Oct 15, 2024 | In-Context Learningregression | —Unverified | 0 |
| State-space models' dirty little secrets: even simple linear Gaussian models can have estimation problems | Mar 29, 2016 | State EstimationState Space Models | —Unverified | 0 |
| State space models, emergence, and ergodicity: How many parameters are needed for stable predictions? | Sep 20, 2024 | Self-Supervised LearningState Space Models | —Unverified | 0 |
| State space models for building control: how deep should you go? | Oct 23, 2020 | Model Predictive ControlState Space Models | —Unverified | 0 |
| State Space Models for Extractive Summarization in Low Resource Scenarios | Jan 24, 2025 | Extractive SummarizationMamba | —Unverified | 0 |
| State-Space Models in Efficient Whispered and Multi-dialect Speech Recognition | Jun 20, 2025 | Automatic Speech RecognitionDiversity | —Unverified | 0 |
| State-Space Models Win the IEEE DataPort Competition on Post-covid Day-ahead Electricity Load Forecasting | Oct 1, 2021 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |